lightonphiri/misc-unza19-csc5741

CSC 5741: Data Mining and Warehousing

About misc-unza19-csc5741

Teaching and learning materials for CSC 5741 -- Data Mining and Warehousing, offered in the Department of Computer Science at The University of Zambia.

Repository directories

• slides---lecture series slides
• notebooks---Jupyter Notebooks
• data---datasets used in source code

Lecture Series

1. Administrivia and Course Introduction
2. Python for Data Mining and Machine Learning
3. Data Mining and Data Processing
4. Data Pre-processing and Transformation
5. Exploratory Data Analysis
6. Introduction to Machine Learning
7. Linear Regression, Classification and Clustering
8. Mini Projects Presentation
9. Paper Reading Sessions
10. Epilogue